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Print a warning or error when an empty TFRecord file is used. #50726

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jt0dd opened this issue Jul 11, 2021 · 0 comments
Open

Print a warning or error when an empty TFRecord file is used. #50726

jt0dd opened this issue Jul 11, 2021 · 0 comments
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@aaudiber @ymodak
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comp:data tf.data related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower type:feature Feature requests

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@jt0dd
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jt0dd commented Jul 11, 2021 •
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Please make sure that this is a feature request. As per our GitHub Policy, we only address code/doc bugs, performance issues, feature requests and build/installation issues on GitHub. tag:feature_template

This is a feature request in the sense that it's asking for a new functionality to make a scenario not fail silently. Not a substantial feature for TF, just a quality of life change.

Describe the feature and the current behavior/state.

Many people use TFRecord generation scripts that fail silently if they can't find images and generate empty TFRecords. When Tensorflow encounters empty TFRecords, it fails silently, leaving users confused:

tensorflow/models#9581

Will this change the current api? How?

No

Who will benefit with this feature?

All new users

Any Other info.
@jt0dd jt0dd added the type:feature Feature requests label Jul 11, 2021
@saikumarchalla saikumarchalla added TF 2.3 Issues related to TF 2.3 comp:data tf.data related issues labels Jul 12, 2021
@saikumarchalla saikumarchalla removed the TF 2.3 Issues related to TF 2.3 label Jul 14, 2021
@saikumarchalla saikumarchalla removed their assignment Jul 14, 2021
@ymodak ymodak added the stat:awaiting tensorflower Status - Awaiting response from tensorflower label Jul 14, 2021
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@ymodak ymodak

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comp:data tf.data related issues stat:awaiting tensorflower Status - Awaiting response from tensorflower type:feature Feature requests
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@aaudiber @jt0dd @ymodak @saikumarchalla